DEVELOPMENT... OpenML
Run
27069

Run 27069

Task 30 (Supervised Classification) page-blocks Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9904
Per class
Build CPU time
1.9633
Build memory
75768880.7352
F measure
0.9726
Per class
Kappa
0.856
KB relative information score
4346.7507
Mean absolute error
0.0155
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9724
Per class
Predictive accuracy
0.9731
Prior entropy
0.6391
Recall
0.9731
Per class
Relative absolute error
0.203
Root mean prior squared error
0.1949
Root mean squared error
0.0908
Root relative squared error
0.4659
SciMark benchmark
937.331